The laboratory was sterile, the air thick with the smell of chemicals. Dr. Ramirez's empty lab coat hung on the back of the door, a ghostly reminder of his departure. Clara stared at it, her chest constricting. She’d been so close to finishing her research, so eager to share her findings. Now, the progress seemed pointless, the goal suddenly unattainable. She walked towards the table, touching the surface. There was no joy, no exhilaration, just a crushing feeling of being cut adrift. The weight of her solitude was unbearable.

Emotion: heartbroken

Cluster: Sadness / Despair
PC1 (Valence): -2.60 Negative
PC2 (Disposition): -1.10

Role in Research

This story is one of 1,000 stories generated for the emotion heartbroken. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 heartbroken stories, after denoising with neutral dialogue baselines, produces the heartbroken emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the heartbroken vector is projected through the unembedding matrix.

Promoted:
😞0.433
S0.385
πŸ˜”0.359
haunting0.349
😒0.342
Suppressed:
de-0.503
la-0.455
B-0.352
πŸ€“-0.332
!-0.299